smartHEPsmartHEPsmartHEPsmartHEP
  • Home
  • About us
    • What is SMARTHEP?
    • Meet the team
  • News & Events
  • Project Archive
  • Early Stage Researchers
  • Visual identity
  • Contact us

Meet Patin Inkaew

  • Meet Daniel Magdalinski
  • Meet Micol Olocco
  • Meet Jamie Gooding
  • Meet Patin Inkaew
  • Meet Fotis Giasemis
  • Meet Leon Bozianu
  • Meet Laura Boggia
  • Meet Sofia Cella
  • Meet Pratik Jawahar
  • Meet Henrique Piñeiro Monteagudo
  • Meet Joachim Carlo Kristian Hansen
  • Meet Carlos Cocha
Home Early Stage Researchers Meet Patin Inkaew

ESR1: Machine learning and Real-Time Analysis for Higgs boson measurements and fleet safety

APPLY FOR THIS POSITION

Patin has worked on measurements of the Higgs boson utilising data scouting during Run3 at the CMS experiment at the LHC. There are specific production and decay modes of the Higgs Boson, predicted by the Standard Model but yet to be observed experimentally. One of them is a process involving a Higgs boson produced through gluon fusion and decayed to the b quark-antiquark pair. Despite being the most probable mode, this process has not been discovered due to the overwhelming background.

To improve the signal sensitivity, the analysis looks for a “boosted” Higgs boson with high transverse momentum. With such energy, its decayed products, b quark and antiquark, travel closely in the same direction and both of them can be clustered in the same large-radius jet with two sub-jets. This constitutes a specific signature distinguishing from the background.

Thesis

Planned Title: Real time analysis strategies for reconstruction, exotic physics, and market analysis

Date: September 2026

Publications

    • Summary of the trigger systems of the Large Hadron Collider experiments ALICE, ATLAS, CMS and LHC
Image of Mikko-Voutilainen

ESR main supervisor: Mikko Voutilainen

Mikko Voutilainen is associate professor in experimental high energy physics at the University of Helsinki, and works there since 2011. After research at the Tevatron at Fermilab (D0 experiment), he has worked at the CMS experiment since 2008. He is one of the leading experts for jet energy corrections, jet physics and quantum chromodynamics (QCD) research.

Contact information | LinkedIn | Twitter

Image of Henning-Kirschenmann

ESR co-supervisor: Henning Kirschenmann

Henning Kirschenmann is senior scientist at the Helsinki Institute of Physics, and works there since 2017. He has been involved in the CMS experiment since 2010, striving to thoroughly optimize detector performance in order to maximise physics reach, leveraging latest data analysis tools and machine learning techniques both in detector performance optimization and physics analysis. Currently, he is co-convener of the CMS physics object group for jets and MET (JetMET).

Contact information | Website

Image of Maurizio-Pierini

Collaborators: Maurizio Pierini

Maurizio Pierini is a particle physicist working on the CMS experiment at the Large Hadron Collider at CERN. He currently holds an ERC Consolidator Grant for a project that aims to use Deep Learning solutions to address particle physics problems.

Image of Leonardo-Taccari

Collaborators: Leonardo Taccari

Short description of person #4: Leonardo Taccari is Lead Scientist at Verizon Connect, where he leads internal AI/ML research & development. His main research interest is machine learning and computer vision on sensor data from connected vehicles.

Website | Twitter

ABOUT US

SMARTHEP is a network that connects the fields of High Energy Physics (HEP) and Data Science, especially in relation to the challenges of  processing large datasets using real-time analysis.

SMARTHEP is intended as a consortium formed by academic and industrial partners on scientific, technological, and entrepreneurship aspects of both HEP and Data Science.

LATEST NEWS

  • 4 November, 2025
    Comments Off on 2025 European School of High-Energy Physics

    2025 European School of High-Energy Physics

  • 14 October, 2025
    Comments Off on HEPscape!++ @ smartHEP

    HEPscape!++ @ smartHEP

  • 22 September, 2025
    Comments Off on Final SMARTHEP Annual Meeting takes place in Dortmund, Germany

    Final SMARTHEP Annual Meeting takes place in Dortmund, Germany

Quick Links

  • Home
  • What is SMARTHEP?
  • News & Events
  • Early Stage Researchers
  • Contact Us
  • Cookie Policy

CONTACT US

If you wish to contact us,
please use the details below

Email: smarthep-recruitment@cern.ch

 

SMARTHEP is funded by the European Union’s Horizon 2020 research and innovation programme, call H2020-MSCA-ITN-2020, under Grant Agreement n. 956086

Image: EU Flag

Copyright 2022 | All Rights Reserved
  • Home
  • About us
    • What is SMARTHEP?
    • Meet the team
  • News & Events
  • Project Archive
  • Early Stage Researchers
  • Visual identity
  • Contact us
smartHEP
We use cookies on our website to give you the most relevant experience by remembering your preferences and repeat visits. By clicking “Accept All”, you consent to the use of ALL the cookies. However, you may visit "Cookie Settings" to provide a controlled consent.
Cookie SettingsAccept All
Manage consent

Privacy Overview

This website uses cookies to improve your experience while you navigate through the website. Out of these, the cookies that are categorized as necessary are stored on your browser as they are essential for the working of basic functionalities of the website. We also use third-party cookies that help us analyze and understand how you use this website. These cookies will be stored in your browser only with your consent. You also have the option to opt-out of these cookies. But opting out of some of these cookies may affect your browsing experience.
Necessary
Always Enabled
Necessary cookies are absolutely essential for the website to function properly. These cookies ensure basic functionalities and security features of the website, anonymously.
CookieDurationDescription
cookielawinfo-checkbox-advertisement1 yearSet by the GDPR Cookie Consent plugin, this cookie is used to record the user consent for the cookies in the "Advertisement" category .
cookielawinfo-checkbox-analytics11 monthsThis cookie is set by GDPR Cookie Consent plugin. The cookie is used to store the user consent for the cookies in the category "Analytics".
cookielawinfo-checkbox-functional11 monthsThe cookie is set by GDPR cookie consent to record the user consent for the cookies in the category "Functional".
cookielawinfo-checkbox-necessary11 monthsThis cookie is set by GDPR Cookie Consent plugin. The cookies is used to store the user consent for the cookies in the category "Necessary".
cookielawinfo-checkbox-others11 monthsThis cookie is set by GDPR Cookie Consent plugin. The cookie is used to store the user consent for the cookies in the category "Other.
cookielawinfo-checkbox-performance11 monthsThis cookie is set by GDPR Cookie Consent plugin. The cookie is used to store the user consent for the cookies in the category "Performance".
CookieLawInfoConsent1 yearRecords the default button state of the corresponding category & the status of CCPA. It works only in coordination with the primary cookie.
viewed_cookie_policy11 monthsThe cookie is set by the GDPR Cookie Consent plugin and is used to store whether or not user has consented to the use of cookies. It does not store any personal data.
Functional
Functional cookies help to perform certain functionalities like sharing the content of the website on social media platforms, collect feedbacks, and other third-party features.
Performance
Performance cookies are used to understand and analyze the key performance indexes of the website which helps in delivering a better user experience for the visitors.
Analytics
Analytical cookies are used to understand how visitors interact with the website. These cookies help provide information on metrics the number of visitors, bounce rate, traffic source, etc.
Advertisement
Advertisement cookies are used to provide visitors with relevant ads and marketing campaigns. These cookies track visitors across websites and collect information to provide customized ads.
Others
Other uncategorized cookies are those that are being analyzed and have not been classified into a category as yet.
CookieDurationDescription
ppwp_wp_session30 minutesNo description
SAVE & ACCEPT
Powered by CookieYes Logo